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Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods

Methods used to evaluate the impact of Intelligent Transport System (ITS) services on road safety are usually based on expert assessments or statistical studies. However, commonly used methods are challenging to apply in the planning process of ITS services. This paper presents the methodology of re...

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Autores principales: Oskarbski, Jacek, Kamiński, Tomasz, Kyamakya, Kyandoghere, Chedjou, Jean Chamberlain, Żarski, Karol, Pędzierska, Małgorzata
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571130/
https://www.ncbi.nlm.nih.gov/pubmed/32899589
http://dx.doi.org/10.3390/s20185057
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author Oskarbski, Jacek
Kamiński, Tomasz
Kyamakya, Kyandoghere
Chedjou, Jean Chamberlain
Żarski, Karol
Pędzierska, Małgorzata
author_facet Oskarbski, Jacek
Kamiński, Tomasz
Kyamakya, Kyandoghere
Chedjou, Jean Chamberlain
Żarski, Karol
Pędzierska, Małgorzata
author_sort Oskarbski, Jacek
collection PubMed
description Methods used to evaluate the impact of Intelligent Transport System (ITS) services on road safety are usually based on expert assessments or statistical studies. However, commonly used methods are challenging to apply in the planning process of ITS services. This paper presents the methodology of research using surrogate safety measures calculated and calibrated with the use of simulation techniques and a driving simulator. This approach supports the choice of the type of ITS services that are beneficial for traffic efficiency and road safety. This paper presents results of research on the influence of selected scenarios of variable speed limits on the efficiency and safety of traffic on the sections of motorways and expressways in various traffic conditions. The driving simulator was used to estimate the efficiency of lane-keeping by the driver. The simulation traffic models were calibrated using driving simulator data and roadside sensor data. The traffic models made it possible to determine surrogate safety measures (number of conflicts and their severity) in selected scenarios of using ITS services. The presented studies confirmed the positive impact of Variable Speed Limits (VSLs) on the level of road safety and traffic efficiency. This paper also presents recommendations and plans for further research in this area.
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spelling pubmed-75711302020-10-28 Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods Oskarbski, Jacek Kamiński, Tomasz Kyamakya, Kyandoghere Chedjou, Jean Chamberlain Żarski, Karol Pędzierska, Małgorzata Sensors (Basel) Article Methods used to evaluate the impact of Intelligent Transport System (ITS) services on road safety are usually based on expert assessments or statistical studies. However, commonly used methods are challenging to apply in the planning process of ITS services. This paper presents the methodology of research using surrogate safety measures calculated and calibrated with the use of simulation techniques and a driving simulator. This approach supports the choice of the type of ITS services that are beneficial for traffic efficiency and road safety. This paper presents results of research on the influence of selected scenarios of variable speed limits on the efficiency and safety of traffic on the sections of motorways and expressways in various traffic conditions. The driving simulator was used to estimate the efficiency of lane-keeping by the driver. The simulation traffic models were calibrated using driving simulator data and roadside sensor data. The traffic models made it possible to determine surrogate safety measures (number of conflicts and their severity) in selected scenarios of using ITS services. The presented studies confirmed the positive impact of Variable Speed Limits (VSLs) on the level of road safety and traffic efficiency. This paper also presents recommendations and plans for further research in this area. MDPI 2020-09-05 /pmc/articles/PMC7571130/ /pubmed/32899589 http://dx.doi.org/10.3390/s20185057 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Oskarbski, Jacek
Kamiński, Tomasz
Kyamakya, Kyandoghere
Chedjou, Jean Chamberlain
Żarski, Karol
Pędzierska, Małgorzata
Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods
title Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods
title_full Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods
title_fullStr Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods
title_full_unstemmed Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods
title_short Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods
title_sort assessment of the speed management impact on road traffic safety on the sections of motorways and expressways using simulation methods
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571130/
https://www.ncbi.nlm.nih.gov/pubmed/32899589
http://dx.doi.org/10.3390/s20185057
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